Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-13 1.406145 1.748905 2.204804 2.880830 3.907534 5.507596 8.442205
2025-07-20 1.008802 1.386140 1.977009 3.064539 5.306168 10.790462 33.031981
2025-07-27 0.788139 1.145072 1.760285 3.064099 6.452243 19.301531 232.748824
2025-08-03 0.643305 0.967219 1.560493 2.943902 7.230282 32.037113 NaN
2025-08-10 0.562758 0.873157 1.475106 3.018440 8.821076 71.186940 NaN
2025-08-17 0.509562 0.813561 1.435265 3.184719 11.318915 266.037213 NaN
2025-08-24 0.457762 0.744932 1.353797 3.184273 13.250227 1795.521922 NaN
2025-08-31 0.409348 0.674043 1.248070 3.049036 14.184268 559738.476108 NaN
2025-09-07 0.383654 0.643996 1.230027 3.207534 18.435870 NaN NaN
2025-09-14 0.355974 0.605328 1.181107 3.226775 21.960948 NaN NaN
2025-09-21 0.328132 0.562462 1.112192 3.130521 23.966436 NaN NaN
2025-09-28 0.305884 0.528772 1.060556 3.083810 27.099174 NaN NaN
2025-10-05 0.297349 0.524247 1.087596 3.426017 44.601667 NaN NaN
2025-10-12 0.285045 0.509766 1.084264 3.633669 68.784590 NaN NaN
2025-10-19 0.268995 0.484784 1.045335 3.628116 88.191083 NaN NaN
2025-10-26 0.251563 0.454808 0.986267 3.473910 94.799980 NaN NaN
2025-11-02 0.241022 0.439779 0.969630 3.568794 144.216597 NaN NaN
2025-11-09 0.233472 0.430923 0.970227 3.781713 297.506383 NaN NaN
2025-11-16 0.222948 0.413859 0.941702 3.781136 469.283023 NaN NaN
2025-11-23 0.210692 0.391572 0.892950 3.607847 499.975449 NaN NaN
2025-11-30 0.205066 0.384904 0.894111 3.811030 1946.464534 NaN NaN
2025-12-07 0.197346 0.372375 0.873670 3.835778 7553.509266 NaN NaN
2025-12-14 0.188335 0.355951 0.837715 3.712153 14537.980143 NaN NaN